gcz97 (gcz1997)

gcz1997

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External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Language:PythonLicense:MITStargazers:10890Issues:103Issues:78

Statistical-Learning-Method_Code

手写实现李航《统计学习方法》书中全部算法

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

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pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

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awesome-self-supervised-learning

A curated list of awesome self-supervised methods

osmnx

OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.

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ml-road

Machine Learning Resources, Practice and Research

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Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记,此外,还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的,其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

PPOxFamily

PPO x Family DRL Tutorial Course(决策智能入门级公开课:8节课帮你盘清算法理论,理顺代码逻辑,玩转决策AI应用实践 )

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lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

attention-learn-to-route

Attention based model for learning to solve different routing problems

Language:Jupyter NotebookLicense:MITStargazers:1010Issues:22Issues:52

imitation

Code for the paper "Generative Adversarial Imitation Learning"

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Deep-Learning-with-PyTorch

Deep Learning with PyTorch, published by Packt

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Decision_tree-python

决策树分类(ID3,C4.5,CART)

trafficSimulator

A microscopic traffic simulation in Python

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ML

此仓库将介绍Deep Learning 所需要的基础知识以及NLP方面的模型原理到项目实操 : )

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Social-LSTM-VehicleTrajectory

Social LSTM using PyTorch for Vehicle Data

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Eins

Simulations of Traffic System Based on the Theory of Cellular Automaton / 基于元胞自动机的交通系统仿真

Language:PythonLicense:MITStargazers:99Issues:6Issues:3

NGSIM-US-101-trajectory-dataset-smoothing

smoothing the NGSIM US-101 trajectory dataset using Savitzky-Golay Filter

Hands-On-Meta-Learning-with-Python

Hands-On Meta Learning with Python

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airl

learning robust rewards with adversarial inverse reinforcement learning

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SSAE

A Multi-Modal States based Vehicle Descriptor and Dilated Convolutional Social Pooling for Vehicle Trajectory Prediction

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